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The knowledge graph construction and retrieval system described in the arXiv paper 'Efficient Knowledge Graph Construction and Retrieval from ...' uses the Milvus vector database to store and retrieve both chunk and relation embeddings, which are then used to compute cosine similarity with a query.

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